Image de couverture de livre

Reasoning Algorithmically in Graph Neural Networks

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteur principal:	Numeroso, Danilo
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Neural Algorithmic Reasoning for Combinatorial Optimisation
par: Georgiev, Dobrik, et autres
Publié: (2023)

Neural Algorithmic Reasoning with Multiple Correct Solutions
par: Kujawa, Zeno, et autres
Publié: (2024)

Leveraging Classical Algorithms for Graph Neural Networks
par: Wu, Jason, et autres
Publié: (2025)

On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks
par: Su, Junwei, et autres
Publié: (2025)

Learning to Execute Graph Algorithms Exactly with Graph Neural Networks
par: Qharabagh, Muhammad Fetrat, et autres
Publié: (2026)

Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks
par: Zhang, Zepeng, et autres
Publié: (2024)

Primal-Dual Neural Algorithmic Reasoning
par: He, Yu, et autres
Publié: (2025)

Systematic Relational Reasoning With Epistemic Graph Neural Networks
par: Khalid, Irtaza, et autres
Publié: (2024)

Beyond Neural Networks: Symbolic Reasoning over Wavelet Logic Graph Signals
par: Kiruluta, Andrew, et autres
Publié: (2025)

Discrete Neural Algorithmic Reasoning
par: Rodionov, Gleb, et autres
Publié: (2024)

Latent Space Representations of Neural Algorithmic Reasoners
par: Mirjanić, Vladimir V., et autres
Publié: (2023)

Adaptive Backdoor Attacks with Reasonable Constraints on Graph Neural Networks
par: Dong, Xuewen, et autres
Publié: (2025)

Graph Coordinates and Conventional Neural Networks -- An Alternative for Graph Neural Networks
par: Qin, Zheyi, et autres
Publié: (2023)

HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks
par: Yang, Yongyi, et autres
Publié: (2024)

Tackling GNARLy Problems: Graph Neural Algorithmic Reasoning Reimagined through Reinforcement Learning
par: Schutz, Alex, et autres
Publié: (2025)

Large Language Models Meet Graph Neural Networks for Text-Numeric Graph Reasoning
par: Song, Haoran, et autres
Publié: (2025)

Explaining Neural Networks with Reasons
par: Hornischer, Levin, et autres
Publié: (2025)

Review of blockchain application with Graph Neural Networks, Graph Convolutional Networks and Convolutional Neural Networks
par: Ancelotti, Amy, et autres
Publié: (2024)

Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning
par: Dong, Hao, et autres
Publié: (2023)

Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks
par: Grillo, Niccolò, et autres
Publié: (2025)

Open-Book Neural Algorithmic Reasoning
par: Li, Hefei, et autres
Publié: (2024)

Transformers meet Neural Algorithmic Reasoners
par: Bounsi, Wilfried, et autres
Publié: (2024)

Recurrent Aggregators in Neural Algorithmic Reasoning
par: Xu, Kaijia, et autres
Publié: (2024)

Graph Reasoning Networks
par: Zopf, Markus, et autres
Publié: (2024)

GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking
par: Yuan, Yiliang, et autres
Publié: (2024)

Benchmarking Neural Network Training Algorithms
par: Dahl, George E., et autres
Publié: (2023)

Bounded Graph Clustering with Graph Neural Networks
par: Neocosmos, Kibidi, et autres
Publié: (2025)

Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms
par: Hashemi, Baran, et autres
Publié: (2025)

Are Graph Neural Networks Optimal Approximation Algorithms?
par: Yau, Morris, et autres
Publié: (2023)

Graph Kernel Neural Networks
par: Cosmo, Luca, et autres
Publié: (2021)

Credal Graph Neural Networks
par: Tolloso, Matteo, et autres
Publié: (2025)

Memorization in Graph Neural Networks
par: Jamadandi, Adarsh, et autres
Publié: (2025)

Graph Variate Neural Networks
par: Roy, Om, et autres
Publié: (2025)

Are Large-Language Models Graph Algorithmic Reasoners?
par: Taylor, Alexander K, et autres
Publié: (2024)

Graph Neural Networks on Graph Databases
par: Lopushanskyy, Dmytro, et autres
Publié: (2024)

LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path Identification
par: Zhao, Yufei, et autres
Publié: (2024)

Learning Structural Hardness for Combinatorial Auctions: Instance-Dependent Algorithm Selection via Graph Neural Networks
par: Kang, Sungwoo
Publié: (2026)

Graph in Graph Neural Network
par: Wang, Jiongshu, et autres
Publié: (2024)

PUZZLES: A Benchmark for Neural Algorithmic Reasoning
par: Estermann, Benjamin, et autres
Publié: (2024)

MINAR: Mechanistic Interpretability for Neural Algorithmic Reasoning
par: He, Jesse, et autres
Publié: (2026)